Beyond accuracy, F-score and ROC: a family of discriminant measures for performance evaluation

M Sokolova, N Japkowicz, S Szpakowicz - Australasian joint conference on …, 2006 - Springer
… In particular, we suggest evaluating the performanceevaluation measures. Our main
requirement for possible measures is to bring in new characteristics for the algorithm’s performance

The knowledge, attitudes, & behaviors approach how to evaluate performance and learning in complex environments

PG Schrader, KA Lawless - Performance Improvement, 2004 - Wiley Online Library
… In the fields of education and performance improvement, we find ourselves in the business
of facilitating development and change. The methods practitioners select are often simplistic: …

Cooperative learning and peer evaluation: The effect of free riders on team performance and the relationship between course performance and peer evaluation

MJ Dingel, W Wei, A Huq - … of Teaching and Learning, 2013 - scholarworks.iu.edu
… assignments by exploring the usefulness of peer evaluations. As such, we ask whether …
’ peer evaluation correlate with their course performance. 1 Center for Learning Innovation, …

The valid use of student performance measures for teacher evaluation

E Haertel - Educational evaluation and policy analysis, 1986 - journals.sagepub.com
… test batteries are unsuitable for teacher evaluation, but few systematic alternatives have … to
evaluate teachers and to propose an achievement-based model for teacher evaluation that is …

[PDF][PDF] Performance evaluation of machine learning methods for breast cancer prediction

Y Li, Z Chen - Appl Comput Math, 2018 - downloadmaghaleh.com
… This section focuses on the evaluation of comparative experiment based on five classification
models, whose performances of over two breast cancer datasets will also be presented. …

A novel performance evaluation methodology for single-target trackers

M Kristan, J Matas, A Leonardis, T Vojíř… - … on pattern analysis …, 2016 - ieeexplore.ieee.org
performance evaluation. We consider the performance measures, the dataset and the
evaluation … One of the most influential performance analysis efforts for object tracking is PETS (…

Performance evaluation of pattern classifiers for handwritten character recognition

CL Liu, H Sako, H Fujisawa - International Journal on Document Analysis …, 2002 - Springer
… In this paper, we will evaluate the outlier rejection performance as well as the classification
accuracy of some classifiers. The evaluated classifiers include a statistical classifier (MQDF), …

Student self-evaluation, teacher evaluation, and learner performance

Z Olina, HJ Sullivan - Educational Technology Research and …, 2004 - Springer
… The teachers were told that the purpose of the research study was to investigate the effects
of self-evaluation and teacher evaluation on stu dent performance. They were told that there …

Performance evaluation of Botnet DDoS attack detection using machine learning

TA Tuan, HV Long, LH Son, R Kumar… - Evolutionary …, 2020 - Springer
… Machine Learning is one such approach and it incorporates several techniques. We conduct
the performance analysis of some of the most typical machine learning methods used in …

Outcome-based evaluation tool to evaluate student performance in high-fidelity simulation

AW Mikasa, TF Cicero, KA Adamson - Clinical Simulation in Nursing, 2013 - Elsevier
… -based evaluation of student performance is required to evaluate student mastery of course
objectives, validate efficacy of this simulation learning … To this end an evaluation matrix was …